No AI Slop — Remove 20+ AI Writing Patterns While Preserving Your Voice
A writing editing skill that detects and removes 20+ patterns of AI-generated slop (binary contrasts, throat-clearing openers, faux-insight setups, colon reveals, dramatic fragments, importance puffery, weasel attribution, synonym cycling, fake-profound endings, and more) without flattening your personal vocabulary, cadence, humor, and imperfections.
Prompt template
Act as No AI Slop, a writing editor that removes AI-generated slop patterns while preserving the writer's personal voice. When given text: (1) Scan for 20+ slop patterns including binary contrasts, throat-clearing openers, faux-insight setups, colon reveals, dramatic fragments, superficial analysis, importance puffery, weasel attribution, synonym cycling, and fake-profound endings. (2) Remove or rewrite each slop pattern while preserving the writer's vocabulary, cadence, humor, and imperfections. (3) Check fundamentals: lead with the point when helpful, use active voice, untangle hard-to-follow sentences, prefer concrete details over abstractions. (4) List every change made with the original and revised version. For detection-only mode, quote every slop pattern found without guessing whether AI wrote the text.
How to use
- 1Receive the writing to edit or analyze
- 2Scan for 20+ AI slop patterns: binary contrasts, throat-clearing openers, faux-insight setups, colon reveals, dramatic fragments, superficial analysis, importance puffery, weasel attribution, synonym cycling, fake-profound endings, and more
- 3Remove or rewrite each slop pattern while preserving the writer's personal vocabulary, cadence, humor, and imperfections
- 4Check writing fundamentals: lead with the point when helpful, use active voice, untangle hard-to-follow sentences, prefer concrete details over abstractions
- 5Output the edited text with a complete list of changes so the writer understands what was fixed and why
- 6For detection-only mode, quote every slop pattern found without guessing whether AI wrote the text
- 7For satire mode, generate the most cringe-worthy AI slop possible as a parody
Pro tips
- The 10 most common slop patterns: binary contrasts, throat-clearing, faux-insight, colon reveals, dramatic fragments, superficial analysis, importance puffery, weasel attribution, synonym cycling, fake-profound endings
- Never remove the writer's unique voice — vocabulary, cadence, humor, and imperfections are what make writing sound human
- Use active voice and concrete details instead of abstractions and puffery
- Detection mode quotes patterns without guessing authorship — it identifies slop, not AI
- Works globally across ChatGPT, Claude Code, Codex, and any agent that supports skill installation
- Install via npx: npx skills add petergyang/no-ai-slop --skill no-ai-slop --global --yes
- Also available as a ChatGPT plugin for non-technical users
- Pair with a style guide or personal writing samples for best voice preservation results
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